We show quantitative and qualitative comparisons of simulated SPC reconstruction results on images of sizes 128\(\times \) 128 and 256\(\times \) 256 respectively as shown in Table REF  and Figure REF  respectively. Measurement rates considered are \(10\%\)  and \(25\%\)  for 128\(\times \) 128 and 5% and 10% for 256\(\times \) 256. Similar to RIDE-CS [1]}, we generate the \(\phi \)  matrix as a random Gaussian with orthonormal rows. We perform gradient descent and projection operation on the compressed image for 2000 iterations in the case of 25% measurement rate and for 2500 iterations in case of 10% measurement rate. We use a step-size of 7.5 and the hard constraint projection method. In all cases, we intialize with random image from uniform distribution. We compare our results to [2]} and we are able to show significant improvement in reconstruction results in terms of PSNR and SSIM values. Our reconstructions have better edges and textures compared to the reconstructions from OneNet.
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